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Predictive Analytics Software

Alternatives to BigML

BigML brings classification, regression, time-series forecasting, clustering, anomaly detection, association discovery, and topic modeling into one machine-learning platform. Interactive visualizations, prediction explanations, field importances, automated model selection, workflow automation, model export, and language bindings support both analysis and deployment. Teams can use its API, macOS, self-hosted, and web access, including private managed or self-managed deployments.

  1. 01 Forecast Pro

    Professional is positioned for forecasters and organizations moving beyond Excel.

    From $199/mo Free trial Windows · Linux · API · Self-hosted
    8.9 Visit Specs
  2. 02 Aible

    Aible is intended for business users and enterprise teams, including people without specialized AI knowledge.

    From $83.33/mo Free plan Web · Self-hosted
    8.5 Visit Specs
  3. 03 Oracle WebCenter Content

    WebCenter Content is intended for organizations managing documents and records across business processes.

    Web · Windows · Linux · iOS
    8.4 Visit Specs
  4. 04 PyCaret
    Free plan Open source Web · Windows · macOS · Linux
    8.4 Visit Specs
  5. 05 AutoGluon

    It suits Python users building predictive models from tables, time series, images, text, or other listed data types.

    Free plan Windows · macOS · Linux · Self-hosted
    8.3 Visit Specs
  6. 06 KNIME Analytics Platform

    The desktop platform suits people who want to build data workflows visually, including those who need to combine visual steps with Python, R, or JavaScript.

    From $19/mo Free plan Windows · macOS · Linux
    8.3 Visit Specs
  7. 07 MLJAR AutoML

    MLJAR AutoML suits users building supervised models for tabular classification or regression who want configurable training modes and experiment reports.

    From $20/mo Free plan Web · Windows · macOS · Linux
    8.3 Visit Specs
  8. 08 Obviously AI

    Obviously AI suits individuals, hobbyists, non-profits, and teams wanting no-code predictive modeling in a browser.

    Free plan Web · API
    8.3 Visit Specs
  9. 09 Weka

    Weka suits users who want free machine-learning software with Java and notebook access, extensible packages, and built-in documentation.

    Free plan Open source Windows · macOS · Linux · API
    8.2 Visit Specs
  10. 10 Anaplan
    Web · iOS · Android · API
    8.1 Visit Specs
  11. 11 DataRobot

    DataRobot is aimed at global enterprises, including regulated organizations in manufacturing, public sector, life sciences, insurance, financial services, and other listed sectors.

    Free trial Web · Linux · API · Self-hosted
    8.0 Visit Specs
  12. 12 auto-sklearn
    Free plan Linux · API · Self-hosted
    7.9 Visit Specs
  13. 13 FLAML

    FLAML suits developers and data scientists building AutoML, forecasting, ranking, or model-tuning workflows.

    Windows · macOS · Linux · API
    7.9 Visit Specs
  14. 14 H2O Driverless AI

    H2O describes data scientists, DevOps and IT professionals, and business analysts as audiences for Driverless AI.

    Free trial Web · Windows · macOS · Linux
    7.9 Visit Specs
  15. 15 Neural Designer
    From $207.92/mo Windows · macOS · Linux
    7.6 Visit Specs
  16. 16 Orange Data Mining

    Orange suits beginners and experienced data scientists who want visual analysis workflows, including learners and professional training settings.

    Free plan Windows · macOS · Linux
    7.6 Visit Specs
  17. 17 Peak

    Peak is aimed at inventory-intensive businesses, including retailers and manufacturers, and describes use across engineering, data science, and business teams.

    Web · API
    7.6 Visit Specs
  18. 18 Prophet
    Free plan Windows · macOS · Linux · Self-hosted
    7.5 Visit Specs
  19. 19 Domino Data Lab
    Web · API · Self-hosted
    7.4 Visit Specs
  20. 20 Amazon SageMaker Canvas
    From $1.90/mo Free plan Web
    7.3 Visit Specs
  21. 21 SKU Science
    From $29.08/mo Free trial Web
    7.3 Visit Specs
  22. 22 TPOT
    Free plan macOS · Linux · Self-hosted
    7.3 Visit Specs
  23. 23 SAS Advanced Analytics
    Free trial API · Self-hosted
    7.1 Visit Specs
  24. 24 Vertex AI Vector Search

    It suits teams building semantic or hybrid search, recommendation, retrieval-augmented generation, chatbot, and multimodal applications on Google Cloud.

    Free trial Web · API
    7.0 Visit Specs
  25. 25 Pecan AI
    Web
    6.9 Visit Specs
  26. 26 RELEX Demand Planning

    It suits manufacturers planning production and distribution, as well as retailers and wholesalers looking for demand planning across their operations.

    Web
    6.8 Visit Specs
  27. 27 ToolsGroup Demand Planning

    ToolsGroup Demand Planning is described for manufacturers, aftermarket organizations, wholesale distributors, and retailers.

    Web
    6.7 Visit Specs
  28. 28 Azure Machine Learning

    Azure Machine Learning suits teams needing web-based forecasting, evaluation, automated learning or model deployment.

    Web
    6.4 Visit Specs
  29. 29 Altair AI Studio
    Windows · macOS · Linux
    6.2 Visit Specs
  30. 30 Alteryx Machine Learning
    Web
    6.0 Visit Specs

Choosing instead of BigML

The free account permits 16 MB per task, two parallel tasks, and one user, while BigML Lite costs $1,000 per month. Those limits and the entry price can prompt a search for a focused label-design tool, a free open-source workflow builder, business-oriented agents, or another automated modeling service. Compare each option’s modeling scope, data connections, operating systems, deployment approach, workflow control, explanations, and pricing before switching.

BigML, head to head